A Deep Primal-Dual Proximal Network for Image Restoration.
Mingyuan JiuNelly PustelnikPublished in: IEEE J. Sel. Top. Signal Process. (2021)
Keyphrases
- image restoration
- primal dual
- total variation
- linear programming
- convex optimization
- edge preserving
- super resolution
- iterative image restoration
- linear programming problems
- approximation algorithms
- markov random field
- regularization method
- linear program
- algorithm for linear programming
- regularization parameter
- interior point methods
- semidefinite programming
- blurred images
- image processing
- motion blur
- image deconvolution
- variational inequalities
- image deblurring
- restoration algorithm
- degraded images
- convergence rate
- interior point
- higher order
- restored image
- optimization problems